欠压混响室中各种参数的灵敏度分析

COMPEL Pub Date : 2024-07-03 DOI:10.1108/compel-11-2023-0585
Anett Kenderes, Szabolcs Gyimóthy, Péter Tamás Benk
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引用次数: 0

摘要

本文旨在通过最先进的全局灵敏度分析技术,研究测量不确定性和环境特性本身对混响室(RC)中所需场均匀度(FU)的影响。有许多量可以描述场均匀性。作者试图在搅拌器的两个不同方向(水平、垂直)检查其中许多最重要的量。设计/方法/途径采用代用建模技术,可以在所需电磁(EM)模拟数量不多的情况下高效计算索博尔指数。只有在适当选择的输出量的行为是可预测的情况下才能实现这一目标,从而提取有用的信息。因此,在进行选择时应格外注意随机波动,并尽可能将其降低。原创性/价值考虑到当前与遥控装置相关的研究趋势,将索波尔指数方法应用于遥控装置是独一无二的,迄今为止只有这项工作的作者做到了这一点。本文的主要贡献在于通过描述 FU 的许多输出量,深入研究了配置参数对 RC 统计特性的影响。
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Sensitivity analysis with various parameters in undermoded reverberation chambers

Purpose

The purpose of this paper is to investigate the influence of measurement uncertainties and the environment characteristics themselves on the desired field uniformity (FU) in reverberation chambers (RCs) by means of state-of-the-art global sensitivity analysis techniques. There are many quantities to describe the FU. The authors attempted to inspect many of the most important ones in two different orientations of the stirrer (horizontal, vertical).

Design/methodology/approach

Surrogate modelling techniques are involved to compute the Sobol’ indices efficiently with a modest number of required electromagnetic (EM) simulations. This can be only achieved if the behaviour of an appropriately chosen output quantity is predictable in such a way, which enables to extract useful information. Therefore, this choice should be made with extra care of the stochastic fluctuations, which have to be as low as possible. To this end, in this paper, various figures of merit are investigated.

Findings

This method can provide useful knowledge in the lower frequency range, where the ideal properties of the EM field in RCs cannot be established, and the importance of the setup parameters can vary from configuration to configuration.

Originality/value

Considering the current research tendencies related to RCs, the application of the method of Sobol’ indices to RCs is unique, which has only been done by the authors of this work so far. The main contribution presented in the paper is the thorough investigation of the effect of configuration parameters on the statistical properties of RCs through many output quantities describing the FU.

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